What are the hidden costs of getting a ductless heat pump system installed that contractors usually leave out of the quote?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the hidden costs of getting a ductless heat pump system installed that contractors usually leave out of the quote?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Massachusetts ductless mini split heat pump installation permits electrical upgrade costs rebates contractor scope condensate snow stand Google ↗
ENERGY STAR ductless mini split installation sizing electrical permits maintenance cold climate guidance Google ↗
- Commonwealth of Massachusetts · mass.gov
- HeatSmart/CoolSmart Somerville · somervillema.gov
- Ductless Heating & Cooling · energystar.gov
- Ductless (Mini-Split) Heat Pumps · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Massachusetts ductless mini split heat pump installation permits electrical upgrade costs rebates contractor scope condensate snow stand OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR ductless mini split installation sizing electrical permits maintenance cold climate guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |